Practicing machine learning (from scratch) with Python 🐍
☆17Jan 9, 2022Updated 4 years ago
Alternatives and similar repositories for machine-learning
Users that are interested in machine-learning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- My online courses on computation, numerical methods, and simulation☆12Sep 9, 2020Updated 5 years ago
- Quantitative interpretation methods for reservoir characterization using well log analysis and quantitative seismic rock physics☆14Mar 13, 2020Updated 6 years ago
- Basic Well Log Interpretation with python, pandas, matplotlib☆14Mar 25, 2016Updated 10 years ago
- Worked solutions of Prof. Mark Zoback's Reservoir Geomechanics course (StanfordOnline: GEOPHYSX0001) homeworks implemented using Python i…☆87Jul 3, 2023Updated 3 years ago
- Repository for Machine Learning for Physicist 2020 summer training program☆12Aug 26, 2020Updated 5 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Python utility for formation evaluation and petrophysical analysis support☆45Nov 29, 2025Updated 7 months ago
- Python source codes and notebooks from my courses I've given to SPEs and in Marietta College, Ohio, US☆89Feb 23, 2026Updated 5 months ago
- Reservoir simulator in Python language☆91Feb 12, 2021Updated 5 years ago
- 100 Days of ML Coding☆11Aug 16, 2020Updated 5 years ago
- Python implementations in geophysical methods: seismic and gravity☆103Apr 22, 2026Updated 3 months ago
- Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)☆199Sep 27, 2020Updated 5 years ago
- Integration of reservoir simulation, rock physics, seismic modeling, & geomechanics for CCS monitoring. Originally my BSc thesis and will…☆85Mar 6, 2021Updated 5 years ago
- Python utilities for reservoir engineering calculations☆174Dec 6, 2025Updated 7 months ago
- Repo for Pierian Data course on Udemey☆17Oct 14, 2018Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- We have developed a simple, 1 layer neural network to estimate Rock Types☆20Nov 10, 2021Updated 4 years ago
- Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories☆30Dec 27, 2018Updated 7 years ago
- More details about the competition: https://www.aicrowd.com/challenges/seismic-facies-identification-challenge☆36Oct 26, 2021Updated 4 years ago
- Multiple experiments on geo-datasets☆16Jul 7, 2025Updated last year
- Machine learning techniques applied to subsurface data.☆12Jun 29, 2023Updated 3 years ago
- Notebooks and sample data for geothermal well test analysis tutorial given during the Software Underground 2021 unconference☆27Nov 19, 2021Updated 4 years ago
- ☆34Mar 2, 2026Updated 4 months ago
- Codes and data for a manuscript in Interpretation Journal, Aug 2019☆20Oct 1, 2019Updated 6 years ago
- ☆196Jul 23, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.☆189Dec 8, 2022Updated 3 years ago
- The purpose of this repo is to reconstruct 3D Seismic attributes using Python.☆23Jun 20, 2020Updated 6 years ago
- This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured…☆36Sep 21, 2020Updated 5 years ago
- The python tool for well trajectories☆102Oct 23, 2023Updated 2 years ago
- Exploration of machine learning in geoscience use cases☆87May 9, 2024Updated 2 years ago
- This repository has all my projects on Oil and Gas (and Non Oil & Gas) Machine Learning Topics☆49Nov 20, 2021Updated 4 years ago
- The code describes how unsupervised ML can be applied to well log data for efficient clustering. A part of the well log data is provided.☆51Nov 28, 2018Updated 7 years ago
- Library of petrophysical calculations☆17Jul 1, 2020Updated 6 years ago
- Open-source preprocessing tool that can create, at the required level of accuracy, a fully conformal uniformly distributed grid for a giv…☆11Aug 26, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Open geoscience datasets available in open databases from Google Drive, SEG Wiki, and US DoE Geothermal Data Repository OpenEi☆141Oct 8, 2021Updated 4 years ago
- ☁Air pollution visualization and forecasting platform based on Flask and TensorFlow☆13Feb 8, 2019Updated 7 years ago
- Prediction of Equinor Volve well logs Data☆24Jul 11, 2020Updated 6 years ago
- Examples on how to develop your own Machine Learning tools and workflows☆23Oct 26, 2023Updated 2 years ago
- Papers related to Deep Learning, GANs, applied to seismic☆35Dec 22, 2019Updated 6 years ago
- ☆16May 23, 2019Updated 7 years ago
- Deep Convolutional Neural Network for Automatic Fault Recognition from 3D Seismic Dataset☆80Aug 10, 2022Updated 3 years ago